Real ChatGPT answer · index seedbwduLctrO1McompleteHome services and improvement · contractors and remodelinghowto

Is it cheaper to buy materials and hire a handyman by the hour or pay a general contractor a flat rate for a small bathroom remodel?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to buy materials and hire a handyman by the hour or pay a general contractor a flat rate for a small bathroom remodel?
1 real search · 1 real-search pass
small bathroom remodel cost handyman hourly vs general contractor flat rate 2026 United StatesGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
small bathroom remodel cost handyman hourly vs general contractor flat rate 2026 United States Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
small bathroom remodel cost handyman hourly vs general contractor flat rate 2026 United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1